“Well, this is just great,” she said, her voice flat, devoid of any emotion. She stared at the time capsule she’d dug up in her garden. She had been intending to plant roses. The small, tarnished metal box was clearly not a recent addition.

Inside, she found a series of letters addressed to a name she didn’t recognize, but the handwriting was definitely hers. Each letter contained a detailed account of a life she didn't live, a love affair she never had. A photograph showed her in a place she’d never been, with people she’d never met.

She felt a slow, creeping sensation of unease beginning to envelop her. She dropped the letters, her fingers numb. It was like reading about someone else's life, only to discover that someone else was… her. A wave of dizziness washed over her. She grabbed the edge of the box for balance, her gaze flitting wildly across her perfectly manicured lawn, the bright afternoon sunlight.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244